Jeremy Song

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authored a paper 6 months ago

SmallThinker: A Family of Efficient Large Language Models Natively Trained for Local Deployment

Paper • 2507.20984 • Published Jul 28, 2025 • 58

authored 3 papers over 1 year ago

Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

Paper • 2406.05955 • Published Jun 10, 2024 • 27

ReLU$^2$ Wins: Discovering Efficient Activation Functions for Sparse LLMs

Paper • 2402.03804 • Published Feb 6, 2024 • 4

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Paper • 2406.06282 • Published Jun 10, 2024 • 39

authored a paper about 2 years ago

PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Paper • 2312.12456 • Published Dec 16, 2023 • 45